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Hands-On Graph Analytics with Neo4j

You're reading from   Hands-On Graph Analytics with Neo4j Perform graph processing and visualization techniques using connected data across your enterprise

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Product type Paperback
Published in Aug 2020
Publisher Packt
ISBN-13 9781839212611
Length 510 pages
Edition 1st Edition
Languages
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Author (1):
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Estelle Scifo Estelle Scifo
Author Profile Icon Estelle Scifo
Estelle Scifo
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Toc

Table of Contents (18) Chapters Close

Preface 1. Section 1: Graph Modeling with Neo4j
2. Graph Databases FREE CHAPTER 3. The Cypher Query Language 4. Empowering Your Business with Pure Cypher 5. Section 2: Graph Algorithms
6. The Graph Data Science Library and Path Finding 7. Spatial Data 8. Node Importance 9. Community Detection and Similarity Measures 10. Section 3: Machine Learning on Graphs
11. Using Graph-based Features in Machine Learning 12. Predicting Relationships 13. Graph Embedding - from Graphs to Matrices 14. Section 4: Neo4j for Production
15. Using Neo4j in Your Web Application 16. Neo4j at Scale 17. Other Books You May Enjoy

Technical requirements

The following tools will be used in this chapter:

  • We rely on the Neo4j graph database, version ≥ 3.5, and the following plugin:
  • The Graph Data Science library (version ≥ 1.0)
  • Code examples will be given using Python (≥ 3.6) and we will use the following packages for data modeling and data visualization:
  • To store data and create the DataFrame, we will rely on pandas.
  • To build the model, we will use scikit-learn.
  • Data visualization will be done using matplotlib.
  • The code for this chapter can be found on GitHub at the following link:
    https://github.com/PacktPublishing/Hands-On-Graph-Analytics-with-Neo4j/ch9

If you are using Neo4j < 4.0, then the last compatible version of the GDS plugin is 1.1 whereas, if you are using Neo4j ≥ 4.0, then the first compatible version of the GDS plugin is 1.2.

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